Check out this awesome D3 explanation of how bias can unintentionally creep into machine learning algorithms. 

"Even at their optimal depth, single decision trees aren’t the best performing models. While trees are very easy to understand, the world is more complex than a bunch of if-then statements."

http://www.r2d3.us/visual-intro-to-machine-learning-part-2/